Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: S100A1

Gene summary for S100A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

S100A1

Gene ID

6271

Gene nameS100 calcium binding protein A1
Gene AliasS100
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A0S2Z4H2


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
6271S100A1GSM4909281HumanBreastIDC4.83e-135.49e-010.21
6271S100A1GSM4909282HumanBreastIDC7.89e-10-4.04e-01-0.0288
6271S100A1GSM4909285HumanBreastIDC7.27e-237.04e-010.21
6271S100A1GSM4909286HumanBreastIDC4.99e-041.36e-010.1081
6271S100A1GSM4909287HumanBreastIDC1.48e-348.57e-010.2057
6271S100A1GSM4909288HumanBreastIDC4.16e-054.16e-010.0988
6271S100A1GSM4909290HumanBreastIDC2.00e-14-5.19e-010.2096
6271S100A1GSM4909291HumanBreastIDC1.04e-11-5.11e-010.1753
6271S100A1GSM4909293HumanBreastIDC1.36e-12-4.50e-010.1581
6271S100A1GSM4909294HumanBreastIDC1.10e-15-4.71e-010.2022
6271S100A1GSM4909296HumanBreastIDC2.11e-14-3.24e-010.1524
6271S100A1GSM4909297HumanBreastIDC8.78e-24-5.05e-010.1517
6271S100A1GSM4909301HumanBreastIDC7.29e-29-5.50e-010.1577
6271S100A1GSM4909302HumanBreastIDC8.39e-04-3.17e-010.1545
6271S100A1GSM4909304HumanBreastIDC2.14e-19-4.84e-010.1636
6271S100A1GSM4909311HumanBreastIDC8.60e-272.57e-020.1534
6271S100A1GSM4909312HumanBreastIDC2.95e-05-4.19e-020.1552
6271S100A1GSM4909315HumanBreastIDC2.35e-23-5.26e-010.21
6271S100A1GSM4909316HumanBreastIDC1.98e-09-5.62e-010.21
6271S100A1GSM4909317HumanBreastIDC2.78e-13-4.78e-010.1355
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005101710CervixCCactin filament bundle assembly43/2311157/187232.66e-071.12e-0543
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00022379CervixCCresponse to molecule of bacterial origin78/2311363/187235.55e-072.06e-0578
GO:01501169CervixCCregulation of cell-substrate junction organization25/231171/187235.58e-072.06e-0525
GO:00324969CervixCCresponse to lipopolysaccharide74/2311343/187239.15e-073.25e-0574
GO:00480417CervixCCfocal adhesion assembly28/231187/187239.86e-073.45e-0528
GO:00509007CervixCCleukocyte migration78/2311369/187231.09e-063.80e-0578
GO:00344469CervixCCsubstrate adhesion-dependent cell spreading32/2311108/187231.36e-064.55e-0532
GO:190290510CervixCCpositive regulation of supramolecular fiber organization50/2311209/187232.55e-067.54e-0550
GO:00975308CervixCCgranulocyte migration39/2311148/187232.67e-067.87e-0539
GO:00026857CervixCCregulation of leukocyte migration50/2311210/187232.95e-068.31e-0550
GO:00026888CervixCCregulation of leukocyte chemotaxis34/2311122/187233.00e-068.38e-0534
GO:001081110CervixCCpositive regulation of cell-substrate adhesion34/2311123/187233.66e-069.68e-0534
GO:00107206CervixCCpositive regulation of cell development64/2311298/187235.69e-061.41e-0464
GO:00518938CervixCCregulation of focal adhesion assembly22/231166/187237.37e-061.73e-0422
GO:00901098CervixCCregulation of cell-substrate junction assembly22/231166/187237.37e-061.73e-0422
GO:00509203CervixCCregulation of chemotaxis51/2311223/187238.03e-061.86e-0451
GO:005109910CervixCCpositive regulation of binding42/2311173/187231.07e-052.33e-0442
GO:00026878CervixCCpositive regulation of leukocyte migration35/2311135/187231.25e-052.60e-0435
GO:00716755CervixCCregulation of mononuclear cell migration31/2311115/187231.67e-053.22e-0431
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
S100A1SNVMissense_Mutationrs778293778c.59C>Tp.Ser20Leup.S20LP23297protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
S100A1insertionFrame_Shift_Insnovelc.284_285insGCTTGTAAp.Ter95TrpfsTer?p.*95Wfs*?P23297protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
S100A1insertionIn_Frame_Insnovelc.259_260insTTGCTCCCACTATCCCCGAATCAACCAGGAGTGp.Asn87delinsIleAlaProThrIleProGluSerThrArgSerAspp.N87delinsIAPTIPESTRSDP23297protein_codingTCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
S100A1SNVMissense_Mutationrs375726273c.202G>Ap.Gly68Argp.G68RP23297protein_codingdeleterious(0)possibly_damaging(0.864)TCGA-DS-A0VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
S100A1SNVMissense_Mutationnovelc.199G>Tp.Asp67Tyrp.D67YP23297protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
S100A1SNVMissense_Mutationc.84N>Tp.Lys28Asnp.K28NP23297protein_codingtolerated(0.05)possibly_damaging(0.877)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
S100A1SNVMissense_Mutationnovelc.69N>Tp.Glu23Aspp.E23DP23297protein_codingtolerated(0.16)benign(0.295)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
S100A1SNVMissense_Mutationnovelc.71N>Tp.Gly24Valp.G24VP23297protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D1-A2G0-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
S100A1SNVMissense_Mutationnovelc.56A>Gp.His19Argp.H19RP23297protein_codingdeleterious(0)benign(0.163)TCGA-EY-A1GK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
S100A1SNVMissense_Mutationrs751778242c.52N>Ap.Ala18Thrp.A18TP23297protein_codingtolerated(0.17)benign(0.003)TCGA-62-8398-01Lunglung adenocarcinomaMale<65III/IVChemotherapycarboplatinCR
Page: 1 2 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1